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Titlebook: Statistical Language and Speech Processing; 9th International Co Luis Espinosa-Anke,Carlos Martín-Vide,Irena Spasi? Conference proceedings

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Various DNN-HMM Architectures Used in Acoustic Modeling with Single-Speaker and Single-Channelantages of using biphone context modeling over using the triphone context or even simpler context-free monophone. We also address the effect of the amount of training data and the context of DNN on WER, and all this with regard to a special acoustic model with one speaker and an almost constant acoustic channel.
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Robustness of Named Entity Recognition: Case of Latvianel could be obtained by augmenting training data with datasets containing different error types. Our best model achieves an average F1 score of 83.5 (84.1 for baseline) on grammatically correct text, while keeping good performance (79 F1 vs. 66 for baseline) on noisy texts.
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發(fā)表于 2025-3-24 20:02:23 | 只看該作者
0302-9743 Cardiff, UK, in November 2021..The 9 full papers presented in this volume were carefully reviewed and selected from 21 submissions. The papers present topics of either theoretical or applied interest discussing the employment of statistical models (including machine learning) within language and spe
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發(fā)表于 2025-3-24 23:58:51 | 只看該作者
Conference proceedings 2021K, in November 2021..The 9 full papers presented in this volume were carefully reviewed and selected from 21 submissions. The papers present topics of either theoretical or applied interest discussing the employment of statistical models (including machine learning) within language and speech proces
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